Pinned Repositories
Autism-Classifier
A Swin Transformer-based solution for facial emotion classification on AffectNet and its application to classify autism in children. Train on emotions, transfer to understanding childhood neurodevelopmental conditions.
baby-cry-analysis
baby cry analysis to identify the reason behind baby's cry
Collaborative-and-Content-Filtering-Recommender
Implementations of collaborative filtering and content-based filtering recommender systems. Utilizes matrix factorization and neural networks for personalized movie recommendations based on user preferences and movie features. Includes both traditional and deep learning approaches.
DialogueSummarization-FineTuning-PPO-PEFT
Explore dialogue summarization, fine-tune FLAN-T5 with PPO, and implement PEFT for generating positive, less-toxic summaries. A repository for AI enthusiasts.
dino-island-language-model
This repo hosts a character-level language model for crafting dinosaur names. Trained on 19,000 examples, the RNN with 128 units uses Adam optimization and cross-entropy loss. Output includes authentic names like Trodonosaurus. Clone the repo to generate unique names for gaming, storytelling, or enjoyment.
ECG-AF-Classification
ECG-AF-Classification is a repository for Atrial Fibrillation (AF) classification using ECG signals. The project includes feature extraction code for preprocessing ECG data and a deep learning model built with TensorFlow/Keras for accurate AF detection.
emojify
Unlock expressive text with this emoji classifier using word embeddings. Trained on text-emoji pairs, it nails predictions like "I love you" -> ❤️. Elevate messages, social media, or get creative with emoji-infused games. Clone the repo for a playful twist on text!
X-ray-Guided-Diagnosis-Leveraging-Artificial-Intelligence-for-Lung-Disease-Detection
Explore X-ray-Guided Diagnosis, an Advanced Data Science Capstone with IBM, leveraging AI for lung disease detection. Uncover architectural choices, data augmentation, and model insights in Jupyter notebooks. Join us on this transformative journey into the world of medical image classification.
SamirElgehiny's Repositories
SamirElgehiny/ECG-AF-Classification
ECG-AF-Classification is a repository for Atrial Fibrillation (AF) classification using ECG signals. The project includes feature extraction code for preprocessing ECG data and a deep learning model built with TensorFlow/Keras for accurate AF detection.
SamirElgehiny/X-ray-Guided-Diagnosis-Leveraging-Artificial-Intelligence-for-Lung-Disease-Detection
Explore X-ray-Guided Diagnosis, an Advanced Data Science Capstone with IBM, leveraging AI for lung disease detection. Uncover architectural choices, data augmentation, and model insights in Jupyter notebooks. Join us on this transformative journey into the world of medical image classification.
SamirElgehiny/baby-cry-analysis
baby cry analysis to identify the reason behind baby's cry
SamirElgehiny/Autism-Classifier
A Swin Transformer-based solution for facial emotion classification on AffectNet and its application to classify autism in children. Train on emotions, transfer to understanding childhood neurodevelopmental conditions.
SamirElgehiny/Collaborative-and-Content-Filtering-Recommender
Implementations of collaborative filtering and content-based filtering recommender systems. Utilizes matrix factorization and neural networks for personalized movie recommendations based on user preferences and movie features. Includes both traditional and deep learning approaches.
SamirElgehiny/DialogueSummarization-FineTuning-PPO-PEFT
Explore dialogue summarization, fine-tune FLAN-T5 with PPO, and implement PEFT for generating positive, less-toxic summaries. A repository for AI enthusiasts.
SamirElgehiny/dino-island-language-model
This repo hosts a character-level language model for crafting dinosaur names. Trained on 19,000 examples, the RNN with 128 units uses Adam optimization and cross-entropy loss. Output includes authentic names like Trodonosaurus. Clone the repo to generate unique names for gaming, storytelling, or enjoyment.
SamirElgehiny/emojify
Unlock expressive text with this emoji classifier using word embeddings. Trained on text-emoji pairs, it nails predictions like "I love you" -> ❤️. Elevate messages, social media, or get creative with emoji-infused games. Clone the repo for a playful twist on text!
SamirElgehiny/human-readable-date-nmt
Unleash precision in date translation with this NMT model. Featuring an encoder-decoder design and self-attention, it flawlessly handles diverse formats ("25th of June, 2009" -> "2009-06-25"). Perfect for NLP, databases, and data science. Clone the repo for seamless date translation experiments!
SamirElgehiny/jazz-improvisation-lstm
Explore jazz improvisation with this LSTM network trained on a corpus of jazz music. The RNN, with 128 units, generates human-like solos. Clone the repo, input a seed musical value, and enjoy creating jazz solos for composing, backing tracks, or pure fun.
SamirElgehiny/lunar-lander-rl
Train an AI agent to land a lunar lander on the moon using Q-learning, TensorFlow, and OpenAI Gym. Explore RL principles in action.
SamirElgehiny/One-Shot-Face-Recognition
This repository implements a facial recognition system capable of recognizing individuals from just one image per person. It leverages pre-trained deep learning models and OpenCV for face detection and embedding generation.
SamirElgehiny/trigger-word-detection
This repo features a deep learning-based trigger word detection algorithm, trained on synthesized speech samples. Utilizing a CNN, it excels in real-time detection, even in noisy environments. Applications include a voice-activated assistant, smart home control, or a voice-triggered event recorder